{"id":"W2763177326","doi":"10.1051/0004-6361/201730709","title":"The XXL Survey","year":2017,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Science and Technology Facilities Council; Commonwealth Scientific and Industrial Research Organisation; Australian Government","keywords":"Astrophysics; Physics; Galaxy; Halo; Luminosity function; Luminosity; Stellar mass; Context (archaeology); Galaxy cluster; Astronomy; Star formation; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005339778,0.000370459,0.0002643684,0.001753866,0.0004872692,0.0008017378,0.0005696768,0.000295564,0.05957888],"category_scores_gemma":[0.001103619,0.0001608256,0.0001867676,0.002241796,0.000119121,0.0005488668,0.001117082,0.0002927277,0.03528474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008542919,"about_ca_system_score_gemma":0.001138309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167391,"about_ca_topic_score_gemma":0.02297737,"domain_scores_codex":[0.9994337,0.00008451076,0.00003419546,0.0001468737,0.0001892165,0.0001114944],"domain_scores_gemma":[0.998922,0.00008583908,0.0002870078,0.0001434778,0.0003641534,0.0001975352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002551611,0.0001036268,0.3177468,0.0007247439,0.00006071609,0.0002602801,0.0008489643,0.0001954328,0.002756281,0.004891532,0.53217,0.1399866],"study_design_scores_gemma":[0.0000340311,0.00004526815,0.3338352,0.00008307036,0.00001464904,0.0002064212,0.0004627627,0.0002132427,0.0004680267,0.0002386218,0.66439,0.000008820654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1666719,0.001432191,0.002347212,0.00217451,0.000253831,0.0004962817,0.6832305,0.001352378,0.1420412],"genre_scores_gemma":[0.1687272,0.001503508,0.00408646,0.001766023,0.0002591516,0.0009197215,0.6215728,0.0002803825,0.2008848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05957888,"threshold_uncertainty_score":0.1993112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037467362556679,"score_gpt":0.2149202586822347,"score_spread":0.2045455850566679,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}